Go to USC home page USC Logo Department of Statistics

STAT 718A : Statistical shape and image analysis

Syllabus

Initial Handout (Syllabus)

Part I: Statistical Shape Analysis

  • Chapter 1
  • Chapter 2, part A
  • Chapter 2, part B
  • Chapter 3
  • Chapter 4
  • Chapter 5

  • Homework 1
  • Homework 1 Solutions (part A)
  • Homework 1 Solutions (part B)
  • Homework 2
  • Homework 2 Solutions (part A)
  • Homework 2 Solutions (part B)
  • Homework 3

  • Computer Class 1
  • Computer Class 2
  • Computer Class 3
  • Dataset for Computer Class 3 (.csv)

    Mid-term

  • Mid-term exam

    As part of the exam you will be asked to analyze one of the following datasets. Please see the exam paper Question 4 for further details.

  • data1.txt
  • data2.txt
  • data3.txt
  • data4.txt
  • data5.txt
  • data6.txt
  • data7.txt
  • data8.txt
  • data9.txt

    • Part II: Statistical Image Analysis

  • Sections 1-6

  • Homework 4

  • Computer Class 4
  • test.csv : Image for Computer Class 4

  • Computer Class 5 (with solutions)

  • Computer Class 6
  • isomle.txt
  • Computer Class 6: MCMC and ICM demonstration in R

    Part III: Further shape analysis

  • Chapter 6
  • Chapter 7
  • The final handout (hard copy only) covered Chapters 10 and 11 of the book.

  • Homework 5

    Software : ImageJ and R

  • Zipped Directory with the ImageJ and image files.

    You need to copy the file ImageJ.zip on to your PC, and then extract all the files in the directory. To run the program use ImageJ.exe. The master version of the software can be found at the National Institutes of Health website, USA. The morphology plug-in is from Dr Gabriel Landini.

  • Introduction to R handout
  • calcium.txt data (text file).
  • calcium.csv data (comma separated format).
  • Supplementary material Basics of R - A Primer (Professor Don Edwards)

    References

  • Bibliography from Statistical Shape Analysis book